EMNLP

2022–2026 LIVE

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Natural Language Processing

2024 · 1,125 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2024 · EMNLP
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
Peng Xia, Kangyu Zhu, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RWKV-CLIP: A Robust Vision-Language Representation Learner
Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, Jiankang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RaTEScore: A Metric for Radiology Report Generation
Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Ranking Manipulation for Conversational Search Engines
Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Rationale-Aware Answer Verification by Pairwise Self-Evaluation
Akira Kawabata, Saku Sugawara
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training
Marc Brinner, Sina Zarrieß
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Re-Evaluating Evaluation for Multilingual Summarization
Jessica Zosa Forde, Ruochen Zhang, Lintang Sutawika, Alham Fikri Aji, Samuel Cahyawijaya, Genta Indra Winata, Minghao Wu, Carsten Eickhoff, Stella Biderman, Ellie Pavlick
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Re-Reading Improves Reasoning in Large Language Models
Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods
Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Zhenqiang Gong, Bhuwan Dhingra
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding
Yue Fan, Lei Ding, Ching-Chen Kuo, Shan Jiang, Yang Zhao, Xinze Guan, Jie Yang, Yi Zhang, Xin Eric Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment
Tarek Naous, Michael J Ryan, Anton Lavrouk, Mohit Chandra, Wei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
Di Cao, Yong Liao, Xiuwei Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models
Yuan-Hong Liao, Rafid Mahmood, Sanja Fidler, David Acuna
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reasoning Robustness of LLMs to Adversarial Typographical Errors
Esther Gan, Yiran Zhao, Liying Cheng, Mao Yancan, Anirudh Goyal, Kenji Kawaguchi, Min-Yen Kan, Michael Shieh
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs
Houman Mehrafarin, Arash Eshghi, Ioannis Konstas
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reconsidering Sentence-Level Sign Language Translation
Garrett Tanzer, Maximus Shengelia, Ken Harrenstien, David Uthus
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models
Junjie Chu, Zeyang Sha, Michael Backes, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Recurrent Alignment with Hard Attention for Hierarchical Text Rating
Chenxi Lin, Ren Jiayu, Guoxiu He, Zhuoren Jiang, Haiyan Yu, Xiaomin Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Red Teaming Language Models for Processing Contradictory Dialogues
Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Related Work and Citation Text Generation: A Survey
Xiangci Li, Jessica Ouyang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System
Zhanpeng Chen, Zhihong Zhu, Wanshi Xu, Xianwei Zhuang, Yuexian Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RepEval: Effective Text Evaluation with LLM Representation
Shuqian Sheng, Yi Xu, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xiaoying Gan, Xinbing Wang, Chenghu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RepMatch: Quantifying Cross-Instance Similarities in Representation Space
Mohammad Reza Modarres, Sina Abbasi, Mohammad Taher Pilehvar
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models
Javier Chiyah-Garcia, Alessandro Suglia, Arash Eshghi
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Representational Analysis of Binding in Language Models
Qin Dai, Benjamin Heinzerling, Kentaro Inui
Natural Language Processing
日本大学: 東北大学
2024 · EMNLP
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
Yusuke Hirota, Jerone Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang
Natural Language Processing
日本大学: 大阪大学
2024 · EMNLP
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Rethinking Token Reduction for State Space Models
Zheng Zhan, Yushu Wu, Zhenglun Kong, Changdi Yang, Yifan Gong, Xuan Shen, Xue Lin, Pu Zhao, Yanzhi Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Rethinking the Evaluation of In-Context Learning for LLMs
Guoxin Yu, Lemao Liu, Mo Yu, Yue Yu, Xiang Ao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
Zhicong Lu, Li Jin, Peiguang Li, Yu Tian, Linhao Zhang, Sirui Wang, Guangluan Xu, Changyuan Tian, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
Yuanjie Lyu, Zihan Niu, Zheyong Xie, Chao Zhang, Tong Xu, Yang Wang, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Retrieved In-Context Principles from Previous Mistakes
Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Retrieved Sequence Augmentation for Protein Representation Learning
Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Young Lu, Qi Liu, Sheng Wang, Lingpeng Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic
Yufei Xiang, Yiqun Shen, Yeqin Zhang, Cam-Tu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
Zhaofeng Wu, Ananth Balashankar, Yoon Kim, Jacob Eisenstein, Ahmad Beirami
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reusing Transferable Weight Increments for Low-resource Style Generation
Chunzhen Jin, Eliot Huang, Heng Chang, Yaqi Wang, Peng Cao, Osmar Zaiane
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues
Lei Sun, Jinming Zhao, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revealing the Parallel Multilingual Learning within Large Language Models
Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Reverse-Engineering the Reader
Samuel Kiegeland, Ethan Wilcox, Afra Amini, David Robert Reich, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revisiting Automated Evaluation for Long-form Table Question Answering
Yuqi Wang, Lyuhao Chen, Songcheng Cai, Zhijian Xu, Yilun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revisiting Supertagging for faster HPSG parsing
Olga Zamaraeva, Carlos Gómez-Rodríguez
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revisiting Supervised Contrastive Learning for Microblog Classification
Junbo Huang, Ricardo Usbeck
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective
Yujian Liu, Yang Zhang, Tommi Jaakkola, Shiyu Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Revisiting the Robustness of Watermarking to Paraphrasing Attacks
Saksham Rastogi, Danish Pruthi
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering
Armin Toroghi, Willis Guo, Mohammad Mahdi Abdollah Pour, Scott Sanner
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts
Yuanzheng Wang, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles
Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
Haoyu Wang, Tianci Liu, Ruirui Li, Monica Xiao Cheng, Tuo Zhao, Jing Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs
Ekaterina Taktasheva, Maxim Bazhukov, Kirill Koncha, Alena Fenogenova, Ekaterina Artemova, Vladislav Mikhailov
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation
Chenming Tang, Zhixiang Wang, Yunfang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno P. Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Tai Ngee Chia, Ayu Purwarianti, Sebastian Ruder, William Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng-Xin Yong, Samuel Cahyawijaya
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東北大学
2024 · EMNLP
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models
Jinghan He, Haiyun Guo, Kuan Zhu, Zihan Zhao, Ming Tang, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation
Xinping Zhao, Dongfang Li, Yan Zhong, Boren Hu, Yibin Chen, Baotian Hu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SEGMENT+: Long Text Processing with Short-Context Language Models
Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
Xiaoze Liu, Ting Sun, Tianyang Xu, Feijie Wu, Cunxiang Wang, Xiaoqian Wang, Jing Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SLANG: New Concept Comprehension of Large Language Models
Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Jinghan Jia, Yihua Zhang, Yimeng Zhang, Jiancheng Liu, Bharat Runwal, James Diffenderfer, Bhavya Kailkhura, Sijia Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
Tanmay Parekh, Jeffrey Kwan, Jiarui Yu, Sparsh Johri, Hyosang Ahn, Sreya Muppalla, Kai-Wei Chang, Wei Wang, Nanyun Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework
Fu Zhang, Qi Miao, Jingwei Cheng, Hongsen Yu, Yi Yan, Xin Li, Yongxue Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions
Robert Morabito, Sangmitra Madhusudan, Tyler McDonald, Ali Emami
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
STORYSUMM: Evaluating Faithfulness in Story Summarization
Melanie Subbiah, Faisal Ladhak, Akankshya Mishra, Griffin Thomas Adams, Lydia Chilton, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories
Ben Bogin, Kejuan Yang, Shashank Gupta, Kyle Richardson, Erin Bransom, Peter Clark, Ashish Sabharwal, Tushar Khot
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
Jiashuo Sun, Jihai Zhang, Yucheng Zhou, Zhaochen Su, Xiaoye Qu, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
Prakamya Mishra, Zonghai Yao, Parth Vashisht, Feiyun Ouyang, Beining Wang, Vidhi Dhaval Mody, Hong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model
Jia-Ying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hong-Wei Zheng, Zhi-Ming Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Satyrn: A Platform for Analytics Augmented Generation
Marko Sterbentz, Cameron Barrie, Shubham Shahi, Abhratanu Dutta, Donna Hooshmand, Harper Pack, Kristian J Hammond
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
Xingtai Lv, Ning Ding, Kaiyan Zhang, Ermo Hua, Ganqu Cui, Bowen Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models
Siqi Wang, Zhengyu Chen, Bei Li, Keqing He, Min Zhang, Jingang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scaling Laws for Linear Complexity Language Models
Xuyang Shen, Dong Li, Ruitao Leng, Zhen Qin, Weigao Sun, Yiran Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scaling Properties of Speech Language Models
Santiago Cuervo, Ricard Marxer
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars
Damien Sileo
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
Ruihang Li, Yixuan Wei, Miaosen Zhang, Nenghai Yu, Han Hu, Houwen Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SciAgent: Tool-augmented Language Models for Scientific Reasoning
Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents
Qi Zhang, Zhijia Chen, Huitong Pan, Cornelia Caragea, Longin Jan Latecki, Eduard Dragut
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
Tu Anh Dinh, Carlos Mullov, Leonard Bärmann, Zhaolin Li, Danni Liu, Simon Reiß, Jueun Lee, Nathan Lerzer, Jianfeng Gao, Fabian Peller-Konrad, Tobias Röddiger, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Böhm, Jan Niehues
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics
Zhiwen You, Kanyao Han, Haotian Zhu, Bertram Ludaescher, Jana Diesner
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Scope-enhanced Compositional Semantic Parsing for DRT
Xiulin Yang, Jonas Groschwitz, Alexander Koller, Johan Bos
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Searching for Best Practices in Retrieval-Augmented Generation
Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
SecCoder: Towards Generalizable and Robust Secure Code Generation
Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients
Weijun Li, Qiongkai Xu, Mark Dras
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers?
Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Seg2Act: Global Context-aware Action Generation for Document Logical Structuring
Zichao Li, Shaojie He, Meng Liao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Yanxiong Lu, Xianpei Han, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
Markus Frohmann, Igor Sterner, Ivan Vulić, Benjamin Minixhofer, Markus Schedl
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding
Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
Dongze Hao, Qunbo Wang, Longteng Guo, Jie Jiang, Jing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-Powered LLM Modality Expansion for Large Speech-Text Models
Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models
Leonardo Ranaldi, Andre Freitas
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-Training Large Language and Vision Assistant for Medical Question Answering
Guohao Sun, Can Qin, Huazhu Fu, Linwei Wang, Zhiqiang Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models
Christopher Schröder, Gerhard Heyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers
Aditya Yedetore, Najoung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Semantics and Sentiment: Cross-lingual Variations in Emoji Use
Giulio Zhou, Sydelle De Souza, Ella Markham, Oghenetekevwe Kwakpovwe, Sumin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Semformer: Transformer Language Models with Semantic Planning
Yongjing Yin, Junran Ding, Kai Song, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Sequential API Function Calling Using GraphQL Schema
Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
Yash Akhauri, Ahmed F. AbouElhamayed, Jordan Dotzel, Zhiru Zhang, Alexander M. Rush, Safeen Huda, Mohamed S. Abdelfattah
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling
Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia, Oliver Lemon, Arash Eshghi
Natural Language Processing
日本大学: 関与なし（対象大学）